Triple
T18099599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John McClane |
E433178
|
entity |
| Predicate | notableEnemy |
P11706
|
FINISHED |
| Object |
Thomas Gabriel
Thomas Gabriel is the primary cyber-terrorist antagonist in the film "Live Free or Die Hard," where he orchestrates a massive digital attack against the United States and clashes with NYPD detective John McClane.
|
E1305953
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Thomas Gabriel | Statement: [John McClane, notableEnemy, Thomas Gabriel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Gabriel Context triple: [John McClane, notableEnemy, Thomas Gabriel]
-
A.
Julius Roger
Julius Roger was a 19th-century German physician and entomologist known for his taxonomic work describing numerous insect species.
-
B.
Gabriel Elijah Simon
Gabriel Elijah Simon is a child of American singer-songwriter Edie Brickell and her husband, musician and actor Paul Simon.
-
C.
Thomas Bidegain
Thomas Bidegain is a French screenwriter, director, and frequent collaborator of filmmaker Jacques Audiard, known for co-writing acclaimed films such as "A Prophet" and "Rust and Bone."
-
D.
William Garin
William Garin is a skilled European mercenary archer who becomes a key defender of China against monstrous creatures in the fantasy action film "The Great Wall."
-
E.
John Gonsalves
John Gonsalves is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Gonsalves.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Thomas Gabriel Triple: [John McClane, notableEnemy, Thomas Gabriel]
Generated description
Thomas Gabriel is the primary cyber-terrorist antagonist in the film "Live Free or Die Hard," where he orchestrates a massive digital attack against the United States and clashes with NYPD detective John McClane.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Gabriel Target entity description: Thomas Gabriel is the primary cyber-terrorist antagonist in the film "Live Free or Die Hard," where he orchestrates a massive digital attack against the United States and clashes with NYPD detective John McClane.
-
A.
Julius Roger
Julius Roger was a 19th-century German physician and entomologist known for his taxonomic work describing numerous insect species.
-
B.
Gabriel Elijah Simon
Gabriel Elijah Simon is a child of American singer-songwriter Edie Brickell and her husband, musician and actor Paul Simon.
-
C.
Thomas Bidegain
Thomas Bidegain is a French screenwriter, director, and frequent collaborator of filmmaker Jacques Audiard, known for co-writing acclaimed films such as "A Prophet" and "Rust and Bone."
-
D.
William Garin
William Garin is a skilled European mercenary archer who becomes a key defender of China against monstrous creatures in the fantasy action film "The Great Wall."
-
E.
John Gonsalves
John Gonsalves is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Gonsalves.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8b90916008190a1f110bd7ced5473 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ddb521448190b97d2b2aa7e4d7e6 |
completed | April 19, 2026, 1:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a035da20f94819090c84d998426fc69 |
completed | May 12, 2026, 5:04 p.m. |
| NEDg | Description generation | batch_6a036eced4d48190b09d210a5e301b60 |
completed | May 12, 2026, 6:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a036f5fe6a4819087423eeb221179e4 |
completed | May 12, 2026, 6:20 p.m. |
Created at: April 10, 2026, 10:27 a.m.